Tencent Cloud Developer

Sep 10, 2026 · Artificial Intelligence

Graph Engineering: Real Trend or Buzzword? A Technical Analysis of Multi-Agent Orchestration

This article analyzes Graph Engineering as a multi-agent orchestration paradigm, distinguishing it from knowledge graphs, detailing its evolution from prompt engineering through loop-based agents, comparing serial loop vs parallel graph topologies with code examples, explaining dual-graph architecture (Org/Work graphs), and providing a three-stage adoption roadmap with framework selection criteria.